{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 计算任意点到曲线的距离"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pyfmm\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "xarr = np.arange(0, 100, 0.08)\n",
    "yarr = np.arange(0, 50, 0.05)\n",
    "zarr = np.array([0.0])  # 二维情况\n",
    "\n",
    "# 慢度场，慢度为1时，走时即距离\n",
    "slw  = np.ones((len(xarr), len(yarr), len(zarr)), dtype='f')\n",
    "\n",
    "# 初始化走时 \n",
    "iniTT = np.zeros_like(slw)\n",
    "\n",
    "# 定义曲线所在的零势面(用极小非零数)\n",
    "iniTT[300:800, 300, :] = 1e-5\n",
    "iniTT[300:800, 700, :] = 1e-5\n",
    "iniTT[300, 300:700, :] = 1e-5\n",
    "iniTT[800, 300:700, :] = 1e-5"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.contour.QuadContourSet at 0x7fbee9460400>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 零势面形态\n",
    "fig, ax = plt.subplots(1, 1)\n",
    "ax.contour(xarr, yarr, iniTT[...,0].T, levels=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[WARNING] For parallel FSM, maxLoops must set at least 2 (already changed).\n"
     ]
    }
   ],
   "source": [
    "FSMTT = pyfmm.travel_time_iniTT(\n",
    "    iniTT,\n",
    "    xarr, yarr, zarr, slw, useFSM=True, FSMparallel=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(1, 1)\n",
    "cs = ax.contour(xarr, yarr, FSMTT[:, :, 0].T, levels=30, linewidths=0.5)\n",
    "ax.clabel(cs)\n",
    "\n",
    "ax.set_aspect('equal')"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "py310",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.14"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
